Find out what your business knows.

Most founder-led businesses don't have a software problem.
They have an operating knowledge problem.Work waits on the one person who knows how it actually gets done. Your senior people keep answering questions the business already answered. Quotes get rebuilt from scratch. The owner steps in because explaining the decision is slower than just making it.The knowledge and judgment your business runs on is scattered. It sits in inboxes, in spreadsheets, in software, and with the foreman or shop supervisors.If one of those disappeared tomorrow,
how much of that intelligence would still belong to the business?That's the gap I help close.

I work with owners of founder-led industrial businesses who want things to run on clear processes, not on who happens to know how.Oilfield-adjacent, profitable companies providing specialized contracting and field service. Businesses with 5 to 50 employees, operating across Alberta, Saskatchewan, and northern British Columbia.

WHO IS THIS FOR?

You are here because you are an owner preparing for an exit or succession. You want the value of your business to survive due diligence.orAs the owner of a good business, you want a stronger business.
You want fewer repeated questions, fewer rebuilt quotes, cleaner processes, and less dependence on individual people.

I find the operating knowledge your business depends on, map where it lives, and structure the intelligence inside it so your company can own it, use it, and carry it forward.

WHAT HAPPENS AFTER THE SCORECARD

Discover.
I map what your business knows, where it lives, and what's at risk.Design.
I recommend what gets structured, automated, or stays human.Deliver.
You get it in formats you own, working without me in the room.The wrong path: Start AI projects by asking what AI should I use.The right path: Start by asking what the business actually knows.Until that's clear, automation is built on assumptions.Learn more...

Meet Cynthia

Every chapter of my career follows the same instinct: spot what's breaking down, build what fixes it, and leave the system running long after I've stepped away.Today, I bring that operating instinct to
Business Intelligence Ownership and digital transformation with AI.

I've worked across high-volume corporate travel operations including Oil & Gas client programs, banking and financial services, real estate investing, operations and marketing, and with executive teams inside a globally distributed technology company.The environments changed. The pattern did not.Information lived in different places. Context sat with a few experienced people. The work moved because someone knew who to ask, what exception mattered, or where the real answer was hiding.I learned to find the operating logic underneath the work, give it structure, and build systems teams could carry forward.

I sit between the operation and the technology.

I help leadership decide what knowledge needs to be captured, what process needs to improve, what should be automated, and where AI actually belongs.I define the operating problem, shape the scope, and hold the direction of the work. When a build needs deeper technical capability, I bring the right specialists into the work and stay involved to make sure the technology serves the operation it was built for.

Why Fractional CAIO?

CAIO usually means Chief AI Officer.I think about the role a little differently.In my work, AI is not the primary asset.
The knowledge, logic, judgment, and context inside your operations are.
That is the business intelligence the AI and automation depend on.Sometimes the next move is better process.Sometimes it is automation.Sometimes AI belongs in the workflow.Sometimes human judgment is the asset worth preserving.

The point is to make that choice on purpose.That is where fractional CAIO support fits.You get part-time executive guidance for the decisions that sit between your operations and AI, without creating a full-time executive role before the business needs one.

THE AI LANDSCAPE IS CHANGING.
THE OPERATING QUESTION IS NOT.

Frontier AI is getting more capable.Governments and institutions are investing in sovereign AI.Local AI is making it possible to run more useful workloads on infrastructure a business controls.Different scale. Same operating question.At the business level, that question starts with the intelligence underneath the technology.What should your business own, and what are you comfortable renting?The answer will be different for every company and every workflow.That is why I start before the AI decision, with the business intelligence your operation already depends on.Own what matters. Rent what makes sense. Keep the decision reversible.

What I believe

CAIOFactor is Client Zero

I am building CAIOFactor from the same position I ask clients to take.My own operating knowledge is being captured, structured, and tested against the architecture I advise toward. I document what works, what changes, and where an original assumption needs to move.The practice is the first operating case.That keeps the advice grounded in the same question I ask clients:If the tool, person, or platform you rely on changed tomorrow, what business intelligence would still belong to the company?

The Business Intelligence Ownership Scorecard

16 questions. 10 minutes.

• Start the Scorecard

Your Scorecard result will be sent by email.

A plain-language read on where your operating knowledge actually lives, and what walks out the door when people, business tools, or platforms change.

THE BUSINESS INTELLIGENCE OWNERSHIP AUDIT

Is work progress waiting on you or on the one person who knows how that job actually gets quoted?Your shop supervisor / team manager is acting as the search engine.
The crew asks the same question they asked last month.
A quote gets rebuilt because nobody could find what was done last time.
A job goes out wrong because the context was sitting in someone's inbox.None of that shows up as a line on your P&L, but all of it costs you.These look like separate problems but usually they are one problem.
The business intelligence your operation runs on is scattered, and some of it only exists in people's heads and / or in platforms you don't control.The Audit finds it.

Fifteen business days, one team's operating context.I map where the knowledge lives, what the work depends on, where that dependency is costing you, and what should be captured, structured, improved, automated, or deliberately left alone.Most audits tell you what is wrong.
This one leaves you with six things you own and what to do next.Fixed fee: $5,000 CAD.
Delivered in 15 business days.
Six (6) deliverables you own.
Ends in a live debrief with your findings and a roadmap in writing.No retainer. The Audit stands on its own.Built for founder-led industrial and field services businesses, 5 to 50 people, operating in Alberta, Saskatchewan, and northern British Columbia.

• Book a Scoping Call

What you get

The Audit ends in a live debrief, with your findings and roadmap in writing to keep.

WHERE THE AUDIT FITSThe Audit is the Discover phase.
Your 90-Day Roadmap is my Design recommendation: what should be captured, structured, automated, or deliberately kept human.Deliver begins only if you choose to move forward with implementation.If you act on the roadmap:
1) I build out the roadmap
2) Your team builds it
3) I bring in a specialist for a defined piece and keep it tied to the operating problem it was meant to solve.None of these paths are decided in advance.What Deliver looks like depends on what Discover finds and what you are actually trying to build toward.Read more about how I work →

About Your Business

What happens to my business data if I leave a software platform?Less than most owners expect, and you usually can't see the gap until you test it.Most platforms will give you an export. The question is what the export actually contains. Your records normally come out. The things built on top of them often don't: the templates, the workflow rules, the custom fields someone set up three years ago, the history of who changed what and why.Two questions tell you where you stand. When did you last read the terms of service for a tool your team uses every day? When did you last run a test export and open the file?Most owners have done neither. That is not a criticism. It is where I start.

We already use AI tools. Why hasn't anything improved?Usually because the tool is working from scattered information.AI answers from whatever it can reach. If your processes live in six places, two people's heads, and a chat thread nobody can find, you get fast answers to the wrong questions. The tool is not broken. It is reading a mess.You are not behind on AI. You are behind on the knowledge underneath it. Those are different problems with different fixes, and the second one costs less than another subscription.Sort out what is underneath, and the tool you already pay for starts earning its keep.

What happens if the person who knows everything leaves?More goes with them than anyone expects.The written-down part is usually fine. What walks out is the unwritten part, the nuances built over time. How the exception gets handled, which supplier to call when the first one cannot deliver, the reason you stopped doing it the old way. That knowledge lives in habits and in the way one person handles the thing nobody else knows how to handle.Here is the question worth sitting with. What would a new hire need to know that they currently learn by asking a co-worker or shop supervisor?Whatever lands on that list is not written down anywhere. Getting it out takes structured conversations with the people who hold it, not a document request. That is most of what the Audit does.

Is my business too small for this?At five to fifty people you are the right size.Below about five, the owner holds everything and that works. Once you have enough people that someone holds something the rest of the team needs, knowledge is already leaking. That is the real threshold, and it has nothing to do with headcount or software budget.At the smaller end of the band this is not a build project. It is getting your pricing logic, your process, and your customer context out of one person's head and into something you control.Simple work. Almost nobody does it.I write about it in my newsletter Grounded Truth.

Our software vendor has been good to us. Why would we change anything?You might not change anything. That is a reasonable outcome.Trust was never the issue. A vendor who has treated you well still holds every card. The question is narrower than whether they would mistreat you: if they doubled the price tomorrow, what is your move? If the honest answer is that you would pay it, you already know who holds the leverage.It is not that "the landlord" will kick you out. It is that he is the only landlord in town, and he knows it.Owning your operating knowledge does not mean firing anyone. It means you could. You may never use it.The day you can leave is the day the relationship gets honest.Find out if you are on rented ground with The Scorecard.

Is it safe for my team to put customer information into AI tools?Some of it, with rules. Most teams do not have rules yet.Four things should not go in without a deliberate decision: customer and employee names and contact details, anything governed by privacy law such as PIPEDA, your pricing and process logic, and specific financial figures. The reasoning usually works fine without any of them.Think of it as briefing a contractor. You give them what they need to do the job. You do not hand them the filing cabinet.The practical fix is a short written rule your team can follow, and knowing where each tool actually sends what gets typed into it. Both come out of the Audit.

About Working with Me

What is a fractional CAIO?A fractional CAIO is a part-time senior operator who owns the decisions that sit between your operations and AI.
CAIO usually means Chief AI Officer.In my work, the A also stands for Asset, because the AI is not the asset. The knowledge, logic, judgment, and context inside your operations are the asset. You get executive-level guidance on those decisions without creating a full-time executive role before the business needs one.

Is that the same as a fractional COO or a chief of staff?No, though the posture is similar.A fractional COO owns the running of the operation day to day.
A chief of staff integrates people and workstreams for a leader.As your fractional CAIO, I integrate the intelligence and the tools: what your business knows, where that knowledge lives, and what should be captured, structured, automated, or deliberately kept human.

When should a founder-led business bring someone in for this?When the work starts waiting on people instead of on process.
Senior hands answering questions the business has answered before. Quotes rebuilt from scratch, context rechecked, the owner stepping in because explaining the decision feels slower than making it.It also comes up around a specific event: a partner buyout, a key departure or a near miss, a succession conversation, or a platform that just changed its price or its owner.

What does the Business Intelligence Ownership Audit include?Six deliverables, all of them yours to keep:
1) Business Intelligence Ownership Scorecard.
2) Knowledge Location Map showing where critical operating knowledge lives across your people, tools, files, and systems.
3) An Operating Knowledge Gap Map.
4) A Tool and Platform Dependency Review.
5) An AI and Automation Readiness Review.
6) A 90-Day Roadmap that says what to protect, capture, structure, improve, or automate first, what can wait, and what not to touch yet.It ends in a live debrief with everything in writing.

What does it cost and how long does it take?$5,000 CAD, fixed. Fifteen business days from start to debrief.
One price, no tiers, no retainer attached. Anything materially broader than the standard Audit gets scoped separately.

Where do you work?My focus area is Alberta first, then Saskatchewan, then northern British Columbia. I am based in Sylvan Lake, in central Alberta.
Your head office can be anywhere, Canadian or American.
What matters is where the operation actually runs, because that is where the knowledge is and that is where I have to look.

Who is this not for?Pre-revenue startups and businesses in survival mode; this s preparation, not a rescue. Committee-run organizations where no single owner can say yes. Businesses where regulated legal, clinical, or financial compliance risk is the central problem. And anyone who wants a build without a diagnosis. "Just organize our files" and "just build us a chatbot" produce expensive mistakes without a map first. I can get there with you, later.

Do you sell AI tools or software?No. I do not resell.

What happens when the Audit work is done?You keep it. Everything I produce is handed over in formats you own and can use without me in the room. Every deliverable ships with four things: a checkpoint so you can tell whether it is working as intended, a measure so you know how, a safety net for when a person needs to step in, and a clear path for what changes next and what to consider before you do.
Want help with the path forward? I can scope it out.

• Start the Scorecard

I build things you can trust will run without me.

Book Cynthia

Grounded Truth

The operational reality of Business Intelligence Ownership.

Plain talk for field service and industrial business owners. Published monthly on LinkedIn.

Latest issue: The Plan I Already Made →

Issue 1 | Oct 23, 2026

A Tuesday Moment

Before I sat down to write this first article, I went looking for a plan I'd already made. The name of this newsletter, why I chose it, and what the first issues would cover. I'd made those decisions over the past three months, across four conversations with an AI assistant I call "Chad." I knew we’d covered it all, but I couldn’t find the decisions in one place. I hadn’t saved them anywhere I controlled.

Grounded Truth - Issue 1

When you own the business and still run the work, your day fills up before you get to half of what you planned. You've got jobs on the board, people in the shop, and crews in the field. Everyone needs something from you.A lot of your day isn't spent doing the work you planned. It's spent answering questions.Where's the spec sheet for that customer? What did we quote on the last job? Who knows how that site wants its paperwork done?The owner has become the company's search engine.Sometimes it's the foreman or shop supervisor instead. Either way, too many answers depend on one person. When that person isn't available, work can stall.The knowledge is already there. How you price a job. Which customers pay slowly. What your crew knows about a difficult site. How you handle work that doesn't fit the usual process.This knowledge is scattered. It lives in people's heads, old emails, binders in trucks, and software you pay for every month. The problem isn't that nobody knows. It's that the answers are hard to find.If it's only in someone's head, you risk losing it when they leave. If it's stored in someone else's software, you're relying on their prices, rules, and plans. And if it's scattered across five different places, someone still has to know where to look.That someone is often you.In my view, this costs more than time. It can mean missed quotes, delayed jobs, and money lost while people wait for answers.It may also make the business harder to hand over or sell. When so much depends on one person's knowledge, the next owner has to figure out how the business actually runs.This is why I talk about Business Intelligence Ownership.It means the things your business needs to know are written down, easy to find, and kept somewhere you control.Not locked in one person's head. Not trapped in software you can't move your records out of.You don't start with new software. You start with your own week.Think about how often someone calls you for an answer the business should already have. Which questions keep coming up? Which jobs had to wait because someone wasn't there?Write down what you explain most often. Put it somewhere you control, where the people who need it can find it.You don't need to document everything at once. Start with the things that interrupt your day.Once that knowledge is in order, AI might be useful.AI tools can help people find and use information. But if the records are scattered, missing, or out of date, the answers may not be reliable.Get your own knowledge in order first.You'll know it's working when you get fewer calls on your day off.The crew can find the paperwork without calling you. A quote doesn't have to wait for someone to remember how the last job was priced. Work can keep moving when the person with the answer isn't there.You still run the business. You just don't have to carry every answer yourself.Finding my own plan cost me an evening. On a job site, a missing answer can hold up the work.What I Don’t Know Yet
I don't know yet if owners notice this problem before it costs them. My guess is most don't, not until a key person quits or a busy season buries them.If that's true, fixing it isn't the hard part. Getting to it in time is.

The Thing Worth Reading

In 2023, the Canadian Federation of Independent Business (CFIB) reported that most small business owners expected to leave their business within the next ten years, but few had a formal plan.The part that stood out to me was that 39% said their business depended too much on them to run day to day.That's worth thinking about. A business that needs you every day is hard to hand to anyone else.Source: CFIB, January 10, 2023

It's Late: Cynthia is Awake

It's past ten, and I just spent the evening digging through my own records for decisions I'd already made. The irony isn't lost on me. I build the systems that are supposed to stop this from happening, and I hadn't finished building it for myself. Tonight I did: one file, one place, saved locally and backed up. The steps took less time than the search did.One of the decisions I found was the name. Ground truth is about checking against what's actually there. I added “Grounded” because that’s how I want to write: plain, straight to the point, no hype. When it’s my opinion, I’ll say so.Lights Out
Who in your business has the answer to most questions, and what happens on the day they don't pick up?